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Abstract:
In this paper, we introduce a new incremental algorithm to solve the unsupervised clustering problem for network services, based on attractive force. Inspired by the intermolecular forces, in this algorithm, we regard each data object as an adaptive agent. Under the attractive force between every data objects, clusters begin to diffuse and merge until finally reaching a steady state. The experiment on UCI data sets and data sets of network service proves the validity of the algorithm.
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Reprint 's Address:
Source :
2012 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (ICAISC 2012)
ISSN: 2070-1918
Year: 2012
Volume: 12
Page: 63-70
Language: English
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count:
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 2
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